# Google BigQuery Data Transfer Service vs Pentaho Data Integration Comparison

| | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 14 | 17 | 
| **Largest Market Segment** | Mid-Market (36.4% of reviews) | Mid-Market (41.2% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Google BigQuery Data Transfer Service

**Not enough data**

### Pentaho Data Integration

Pros:
- Features (2 reviews)
- API Integration (1 reviews)

Cons:
- Performance Issues (2 reviews)
- Learning Curve (1 reviews)

---
## Ratings Comparison
| Rating | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
  | **Meets Requirements** | 9.7 (10 reviews) | 8.7 (15 reviews) | 
  | **Ease of Use** | 9.8 (10 reviews) | 8.6 (15 reviews) | 
  | **Ease of Setup** | 9.7 (5 reviews) | 8.0 (9 reviews) | 
  | **Ease of Admin** | Not enough data | 8.6 (7 reviews) | 
  | **Quality of Support** | 9.2 (8 reviews) | 7.2 (12 reviews) | 
  | **Has the product been a good partner in doing business?** | Not enough data | 8.6 (6 reviews) | 
  | **Product Direction (% positive)** | 10.0 (10 reviews) | 9.2 (14 reviews) | 

---
## Pricing

### Google BigQuery Data Transfer Service

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Pentaho Data Integration

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Google BigQuery Data Transfer Service** | N/A | N/A |
| **Pentaho Data Integration** | 9.1/10 | 5 |

#### Management

| Feature | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Reporting** | Not enough data | 8.7 (5 reviews) | 
| **Auditing** | Not enough data | 9.0 (5 reviews) | 

#### Functionality

| Feature | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Extraction** | Not enough data | 9.7 (5 reviews) | 
| **Transformation** | Not enough data | 9.7 (5 reviews) | 
| **Loading** | Not enough data | 9.3 (5 reviews) | 
| **Automation** | Not enough data | 8.3 (5 reviews) | 
| **Scalability** | Not enough data | 8.7 (5 reviews) | 

### Cloud Migration

| Product | Score | Reviews |
|---|---|---|
| **Google BigQuery Data Transfer Service** | N/A | N/A |
| **Pentaho Data Integration** | N/A | N/A |

#### Functionality

| Feature | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Data Migration** | Not enough data | Not enough data | 
| **Data Variety** | Not enough data | Not enough data | 
| **Alerts and Logging** | Not enough data | Not enough data | 
| **Data Replication** | Not enough data | Not enough data | 

#### Management

| Feature | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Backup and Recovery** | Not enough data | Not enough data | 
| **Integration Variety** | Not enough data | Not enough data | 
| **Access and Security** | Not enough data | Not enough data | 
| **Real time Monitoring** | Not enough data | Not enough data | 

#### Security

| Feature | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Data Protection** | Not enough data | Not enough data | 

#### Agentic AI - Cloud Migration

| Feature | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Mapping

| Product | Score | Reviews |
|---|---|---|
| **Google BigQuery Data Transfer Service** | N/A | N/A |
| **Pentaho Data Integration** | N/A | N/A |

#### Functionality

| Feature | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Data visualisation** | Not enough data | Not enough data | 
| **Data transformation** | Not enough data | Not enough data | 
| **Data migration** | Not enough data | Not enough data | 
| **Process various formats** | Not enough data | Not enough data | 
| **No-code functionality** | Not enough data | Not enough data | 
| **Data manipulation** | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Google BigQuery Data Transfer Service** | N/A | N/A |
| **Pentaho Data Integration** | N/A | N/A |

#### Database

| Feature | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Real-Time Data Collection** | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | 
| **Data Lake** | Not enough data | Not enough data | 

#### Integrations

| Feature | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | 

#### Platform

| Feature | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Machine Scaling** | Not enough data | Not enough data | 
| **Data Preparation** | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | 

#### Processing

| Feature | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Cloud Processing** | Not enough data | Not enough data | 
| **Workload Processing** | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Google BigQuery Data Transfer Service** | N/A | N/A |
| **Pentaho Data Integration** | N/A | N/A |

#### Building Reports

| Feature | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | 

#### Platform

| Feature | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Cloud Migration Software](https://www.g2.com/categories/cloud-migration)


**Unique to Pentaho Data Integration (5):** [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools), [On-Premise Data Integration Software](https://www.g2.com/categories/on-premise-data-integration), [Data Mapping Software](https://www.g2.com/categories/data-mapping), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution)


---
## Reviewer Demographics

### By Company Size

| Segment | Google BigQuery Data Transfer Service | Pentaho Data Integration | 
|---|---|---|
| **Small-Business** | 27.3% | 17.6% | 
| **Mid-Market** | 36.4% | 41.2% | 
| **Enterprise** | 36.4% | 41.2% | 

### By Industry

#### Google BigQuery Data Transfer Service

- **Computer Software:** 27.3%
- **Information Technology and Services:** 18.2%
- **Banking:** 18.2%
- **Retail:** 9.1%
- **Media Production:** 9.1%
- **Internet:** 9.1%
- **Financial Services:** 9.1%

#### Pentaho Data Integration

- **Information Technology and Services:** 35.3%
- **Telecommunications:** 11.8%
- **Banking:** 11.8%
- **Internet:** 5.9%
- **Information Services:** 5.9%
- **Import and Export:** 5.9%
- **Higher Education:** 5.9%
- **Education Management:** 5.9%
- **Aviation & Aerospace:** 5.9%
- **Airlines/Aviation:** 5.9%

---
## Alternatives

### Alternatives to Google BigQuery Data Transfer Service

- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) — 4.5/5 stars (4000 reviews)
- [Skyvia](https://www.g2.com/products/skyvia/reviews) — 4.8/5 stars (322 reviews)
- [MigrationWiz](https://www.g2.com/products/migrationwiz/reviews) — 4.7/5 stars (276 reviews)
- [IBM webMethods Hybrid Integration](https://www.g2.com/products/ibm-webmethods-hybrid-integration-2025-12-05/reviews) — 4.3/5 stars (268 reviews)
- [Cloudiway](https://www.g2.com/products/cloudiway/reviews) — 4.9/5 stars (215 reviews)
- [Help Desk Migration Services](https://www.g2.com/products/help-desk-migration-services/reviews) — 4.9/5 stars (183 reviews)
- [Prodly DevOps](https://www.g2.com/products/prodly-devops/reviews) — 4.7/5 stars (181 reviews)
- [ShareGate](https://www.g2.com/products/sharegate/reviews) — 4.6/5 stars (154 reviews)
- [lyftrondata](https://www.g2.com/products/lyftrondata/reviews) — 4.9/5 stars (135 reviews)

### Alternatives to Pentaho Data Integration

- [Informatica PowerCenter](https://www.g2.com/products/informatica-powercenter/reviews) — 4.3/5 stars (90 reviews)
- [IBM DataStage](https://www.g2.com/products/ibm-datastage/reviews) — 4.0/5 stars (73 reviews)
- [AWS Glue](https://www.g2.com/products/aws-glue/reviews) — 4.3/5 stars (200 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (769 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1235 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) — 4.6/5 stars (100 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (741 reviews)
- [Apache NiFi](https://www.g2.com/products/apache-nifi/reviews) — 4.2/5 stars (26 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)

---
## Top Discussions

### Google BigQuery Data Transfer Service

No discussions available for this product.

### Pentaho Data Integration

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/google-bigquery-data-transfer-service-vs-pentaho-data-integration)